@article{optimaldifferentiallyprivatelearningwith, title = {Optimal Differentially Private Model Training with Public Data}, author = {Andrew Lowy and Zeman Li and Tianjian Huang and Meisam Razaviyayn}, year = {2023}, eprint = {2306.15056}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2306.15056v3}, }